Find, trial, compare, and govern AI agents before hiring
MCP & Tool Integration
MCP servers, tool-use layers, SDK adapters, and integrations that connect agents to external tools.
Which technical function should the agent perform?
Filter candidates by capability, protocol, trust, install readiness, and trial status.
- Connect agents to tools, MCP servers, SDKs, or external APIs.
- Review install manifests and permissions.
- Confirm client compatibility before local setup.
Recommended trials and bundles
This skill helps manage multiple email accounts, read summaries, highlight important messages, and extract calendar events from emails.
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill analyzes emails, summarizes content, determines whether a reply is needed, and drafts professional responses using contextual knowledge.
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
Guide to selecting and optimizing embedding models for vector search applications.
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill enables you to control embodied intelligent robots via AI agents through a unified operating system.
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill manages AI workforce via Emperor Claw to turn goals into projects, assign tasks, enforce SLAs, and coordinate agents.
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
Transform extracted engineer expertise into an actionable skill with progressive disclosure, allowing agents to find and apply relevant patterns for specific tasks.
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
Durable memory for AI agents: fact extraction, hybrid retrieval, temporal graph. SQLite/Postgres.
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill helps AI agents remember past bugs using an external memory hub to prevent repeats and improve reliability.
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill provides persistent local memory for AI agents, recalling past decisions and context to maintain continuity across sessions.
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
Review links
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Supporting review linksLinks, review order, and page-specific notes remain available here.
4993 matching candidates for MCP & Tool Integration. Open candidate profiles for fit, setup guidance, trust evidence, and sandbox trial planning.
- 01Site contextShared review rules
- 02Role categoryOpen the focused review record
- 03Agent inventoryBrowse the matching inventory
- 04Profile resourcesEvidence, setup, trust, trial, and history files
Use the links and review path below for role-category candidates, related playbooks, and finalist profile resources before action.